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Muhammed Yıldırım
Assoc. Prof. Dr.
MALATYA TURGUT ÖZAL ÜNİVERSİTESİ
Publication
24
Review
33
CrossRef Cited
25
24
Publication
33
Review
25
CrossRef Cited
0000-0003-1866-4721
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Summary
Publications
Peer Review
Cited
Research Fields
Information and Computing Sciences
Machine Learning
Data Mining and Knowledge Discovery
Database Systems
Artificial Intelligence
Mechatronics Engineering
Institution
MALATYA TURGUT ÖZAL ÜNİVERSİTESİ
Popular Publications
Performing Sentiment Analysis with the Proposed Artificial Intelligence-Based Method Using Movie Commentaries
Authors:
Muhammed Yıldırım
Published: 2022 ,
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1138128
CITED
0
FAVORITE
1
TOTAL DOWNLOAD COUNT
1805
0
CITED
1
FAVORITE
1805
TOTAL DOWNLOAD COUNT
Publications
Classification of Malicious Network Dataset With Residual CNN
Authors:
Mücahit Karaduman
,
Sercan Yalçın
,
Muhammed Yıldırım
Published: 2025 ,
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1622548
FAVORITE
0
TOTAL DOWNLOAD COUNT
91
0
FAVORITE
91
TOTAL DOWNLOAD COUNT
Automatic Detection of Gastrointestinal Diseases Using Wireless Capsule Endoscopy Images
Authors:
Harun Bingöl
,
Muhammed Yıldırım
Published: 2024 ,
NATURENGS
DOI: 10.46572/naturengs.1567342
FAVORITE
0
TOTAL DOWNLOAD COUNT
75
0
FAVORITE
75
TOTAL DOWNLOAD COUNT
Examining Thyroid Cancer Diagnosis: Harnessing Machine Learning for Early Risk Detection
Authors:
Mücahit Karaduman
,
Muhammed Yıldırım
Published: 2024 ,
Journal of Physical Chemistry and Functional Materials
DOI: 10.54565/jphcfum.1501648
FAVORITE
0
TOTAL DOWNLOAD COUNT
105
0
FAVORITE
105
TOTAL DOWNLOAD COUNT
Extracting Meaningful Information from Turkish Chemistry and Physics Texts with Machine Learning
Authors:
Mücahit Karaduman
,
Muhammed Yıldırım
Published: 2024 ,
Journal of Physical Chemistry and Functional Materials
DOI: 10.54565/jphcfum.1501651
FAVORITE
0
TOTAL DOWNLOAD COUNT
101
0
FAVORITE
101
TOTAL DOWNLOAD COUNT
Digital Transformation in Agriculture, Detection of Diseases on Tomato Leaves with Artificial Intelligence
Authors:
Kadir Ertaş
,
Muhammed Yıldırım
Published: 2024 ,
NATURENGS
DOI: 10.46572/naturengs.1495317
FAVORITE
0
TOTAL DOWNLOAD COUNT
241
0
FAVORITE
241
TOTAL DOWNLOAD COUNT
BJWT-EHR: A novel JWT based Blockchain System for Electronic Health Records
Authors:
Hamit Mızrak
,
Serpil Aslan
,
Muhammed Yıldırım
Published: 2023 ,
NATURENGS
DOI: 10.46572/naturengs.1398733
FAVORITE
0
TOTAL DOWNLOAD COUNT
306
0
FAVORITE
306
TOTAL DOWNLOAD COUNT
Automated Grading of Glioma Using Deep Neural Networks
Authors:
Muhammed Yıldırım
,
Serpil Aslan
,
Emine Cengil
,
Sercan Yalçın
Published: 2023 ,
NATURENGS
DOI: 10.46572/naturengs.1397010
FAVORITE
0
TOTAL DOWNLOAD COUNT
446
0
FAVORITE
446
TOTAL DOWNLOAD COUNT
Detection and Localization of Glioma and Meningioma Tumors in Brain MR Images using Deep Learning
Authors:
Emine Cengil
,
Yeşim Eroğlu
,
Ahmet Çınar
,
Muhammed Yıldırım
Published: 2023 ,
Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.1067061
FAVORITE
0
TOTAL DOWNLOAD COUNT
873
0
FAVORITE
873
TOTAL DOWNLOAD COUNT
Prediction of Maternal Health Risk with Traditional Machine Learning Methods
Authors:
Hursit Burak Mutlu
,
Fatih Durmaz
,
Nadide Yücel
,
Emine Cengil
,
Muhammed Yıldırım
Published: 2023 ,
NATURENGS
DOI: 10.46572/naturengs.1293185
FAVORITE
0
TOTAL DOWNLOAD COUNT
3029
0
FAVORITE
3029
TOTAL DOWNLOAD COUNT
Classification of tea leaves diseases by developed CNN, feature fusion, and classifier based model
Authors:
Nadide Yücel
,
Muhammed Yıldırım
Published: 2023 ,
International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.1235611
FAVORITE
0
TOTAL DOWNLOAD COUNT
1401
0
FAVORITE
1401
TOTAL DOWNLOAD COUNT
Önerilen Derin Öğrenme ve Makine Öğrenmesi Tabanlı Hibrit Model ile Çevresel Atıkların Sınıflandırılması
Authors:
Elif Nur Yıldız
,
Harun Bingöl
,
Muhammed Yıldırım
Published: 2023 ,
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1230982
FAVORITE
0
TOTAL DOWNLOAD COUNT
1755
0
FAVORITE
1755
TOTAL DOWNLOAD COUNT
Detection of Tonsillopharyngitis with Grad-Cam and Optimization-Based Model Using Oropharyngeal Images
Authors:
Muhammed Yıldırım
,
Orkun Eroğlu
Published: 2022 ,
NATURENGS
DOI: 10.46572/naturengs.1205919
FAVORITE
0
TOTAL DOWNLOAD COUNT
889
0
FAVORITE
889
TOTAL DOWNLOAD COUNT
Performing Sentiment Analysis with the Proposed Artificial Intelligence-Based Method Using Movie Commentaries
Authors:
Muhammed Yıldırım
Published: 2022 ,
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1138128
FAVORITE
1
TOTAL DOWNLOAD COUNT
1805
1
FAVORITE
1805
TOTAL DOWNLOAD COUNT
Automatic Diagnosis of Snoring Sounds with the Developed Artificial Intelligence-based Hybrid Model
Authors:
Muhammed Yıldırım
Published: 2022 ,
Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1127124
FAVORITE
0
TOTAL DOWNLOAD COUNT
766
0
FAVORITE
766
TOTAL DOWNLOAD COUNT
Sarcasm Detection in Online Social Networks Using Machine Learning Methods
Authors:
Harun Bingol
,
Muhammed Yıldırım
Published: 2022 ,
NATURENGS
DOI: 10.46572/naturengs.1100358
FAVORITE
0
TOTAL DOWNLOAD COUNT
633
0
FAVORITE
633
TOTAL DOWNLOAD COUNT
Using and Comparing Machine Learning Techniques for Automatic Detection of Spam Website URLs
Authors:
Muhammed Yıldırım
Published: 2022 ,
NATURENGS
DOI: 10.46572/naturengs.1097970
FAVORITE
0
TOTAL DOWNLOAD COUNT
501
0
FAVORITE
501
TOTAL DOWNLOAD COUNT
Automatic Classification of Environmental Sounds with the MFCC Method and the Proposed Deep Model
Authors:
Muhammed Yıldırım
Published: 2022 ,
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1056326
FAVORITE
0
TOTAL DOWNLOAD COUNT
1942
0
FAVORITE
1942
TOTAL DOWNLOAD COUNT
An in-depth exam of IoT, IoT Core Components, IoT Layers, and Attack Types
Authors:
Muhammed Yıldırım
,
Uğur Demiroğlu
,
Bilal Şenol
Published: 2021 ,
Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1010023
FAVORITE
0
TOTAL DOWNLOAD COUNT
1970
0
FAVORITE
1970
TOTAL DOWNLOAD COUNT
Hybrid Convolutional Neural Network Architectures for Skin Cancer Classification
Authors:
Emine Cengil
,
Muhammed Yıldırım
,
Ahmet Çınar
Published: 2021 ,
Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1010266
FAVORITE
0
TOTAL DOWNLOAD COUNT
1162
0
FAVORITE
1162
TOTAL DOWNLOAD COUNT
Classification of Skin Cancer Images with Convolutional Neural Network Architectures
Authors:
Muhammed Yıldırım
,
Ahmet Çınar
Published: 2021 ,
Turkish Journal of Science and Technology
DOI: -
FAVORITE
0
TOTAL DOWNLOAD COUNT
1520
0
FAVORITE
1520
TOTAL DOWNLOAD COUNT
Investigation of Cloud Computing Based Big Data on Machine Learning Algorithms.
Authors:
Muhammed Yıldırım
,
Ahmet Çınar
,
Emine Cengil
Published: 2021 ,
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.897573
FAVORITE
0
TOTAL DOWNLOAD COUNT
633
0
FAVORITE
633
TOTAL DOWNLOAD COUNT
Classification of 40 Different Human Movements with CNN Architectures and Comparison of Their Performance
Authors:
Muhammed Yıldırım
,
Ahmet Çınar
Published: 2021 ,
Turkish Journal of Science and Technology
DOI: -
FAVORITE
0
TOTAL DOWNLOAD COUNT
879
0
FAVORITE
879
TOTAL DOWNLOAD COUNT
Global Optimizasyon İçin Sürü Tabanlı Bir Yaklaşım Salp Sürü Algoritması
Authors:
Harun Bingöl
,
Muhammed Yıldırım
Published: 2021 ,
Fırat Üniversitesi Fen Bilimleri Dergisi
DOI: -
FAVORITE
0
TOTAL DOWNLOAD COUNT
1355
0
FAVORITE
1355
TOTAL DOWNLOAD COUNT
USE OF FPGA FOR REAL-TIME K-MEANS CLUSTERİNG ALGORITHM
Authors:
Muhammed Yıldırım
,
Ahmet Çınar
Published: 2019 ,
International Journal of Engineering Science and Application
DOI: -
FAVORITE
0
TOTAL DOWNLOAD COUNT
943
0
FAVORITE
943
TOTAL DOWNLOAD COUNT
Articles published in
Avrupa Bilim ve Teknoloji Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
International Journal of Applied Mathematics Electronics and Computers
International Journal of Engineering Science and Application
Journal of Physical Chemistry and Functional Materials
NATURENGS
Sakarya University Journal of Science
Turkish Journal of Science and Technology
Editorship
NATURENGS
Editor
Turkish Journal of Earthquake Research
Section Editor
Editorial Board Memberships
NATURENGS
Reviews
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
Aksaray University Journal of Science and Engineering
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Firat University Journal of Experimental and Computational Engineering
Journal of Advanced Research in Natural and Applied Sciences
Journal of Agricultural Sciences
Journal of Computer Science and Technologies
Journal of Intelligent Systems: Theory and Applications
Journal of Physical Chemistry and Functional Materials
Journal of Science of East
Journal of Soft Computing and Artificial Intelligence
NATURENGS
Rahva Journal of Technical and Social Studies
Railway Engineering
Turkish Journal of Nature and Science
Turkish Journal of Science and Technology
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences
Publications
Detection and Localization of Glioma and Meningioma Tumors in Brain MR Images using Deep Learning
Authors:
Emine Cengil
,
Yeşim Eroğlu
,
Ahmet Çınar
,
Muhammed Yıldırım
Published: 2023 ,
Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.1067061
CITED
1
FAVORITE
0
TOTAL DOWNLOAD COUNT
873
1
CITED
0
FAVORITE
873
TOTAL DOWNLOAD COUNT
Prediction of Maternal Health Risk with Traditional Machine Learning Methods
Authors:
Hursit Burak Mutlu
,
Fatih Durmaz
,
Nadide Yücel
,
Emine Cengil
,
Muhammed Yıldırım
Published: 2023 ,
NATURENGS
DOI: 10.46572/naturengs.1293185
CITED
4
FAVORITE
0
TOTAL DOWNLOAD COUNT
3029
4
CITED
0
FAVORITE
3029
TOTAL DOWNLOAD COUNT
Classification of tea leaves diseases by developed CNN, feature fusion, and classifier based model
Authors:
Nadide Yücel
,
Muhammed Yıldırım
Published: 2023 ,
International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.1235611
CITED
4
FAVORITE
0
TOTAL DOWNLOAD COUNT
1401
4
CITED
0
FAVORITE
1401
TOTAL DOWNLOAD COUNT
Önerilen Derin Öğrenme ve Makine Öğrenmesi Tabanlı Hibrit Model ile Çevresel Atıkların Sınıflandırılması
Authors:
Elif Nur Yıldız
,
Harun Bingöl
,
Muhammed Yıldırım
Published: 2023 ,
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1230982
CITED
2
FAVORITE
0
TOTAL DOWNLOAD COUNT
1755
2
CITED
0
FAVORITE
1755
TOTAL DOWNLOAD COUNT
Automatic Diagnosis of Snoring Sounds with the Developed Artificial Intelligence-based Hybrid Model
Authors:
Muhammed Yıldırım
Published: 2022 ,
Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1127124
CITED
2
FAVORITE
0
TOTAL DOWNLOAD COUNT
766
2
CITED
0
FAVORITE
766
TOTAL DOWNLOAD COUNT
Automatic Classification of Environmental Sounds with the MFCC Method and the Proposed Deep Model
Authors:
Muhammed Yıldırım
Published: 2022 ,
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1056326
CITED
6
FAVORITE
0
TOTAL DOWNLOAD COUNT
1942
6
CITED
0
FAVORITE
1942
TOTAL DOWNLOAD COUNT
An in-depth exam of IoT, IoT Core Components, IoT Layers, and Attack Types
Authors:
Muhammed Yıldırım
,
Uğur Demiroğlu
,
Bilal Şenol
Published: 2021 ,
Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1010023
CITED
1
FAVORITE
0
TOTAL DOWNLOAD COUNT
1970
1
CITED
0
FAVORITE
1970
TOTAL DOWNLOAD COUNT
Hybrid Convolutional Neural Network Architectures for Skin Cancer Classification
Authors:
Emine Cengil
,
Muhammed Yıldırım
,
Ahmet Çınar
Published: 2021 ,
Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1010266
CITED
3
FAVORITE
0
TOTAL DOWNLOAD COUNT
1162
3
CITED
0
FAVORITE
1162
TOTAL DOWNLOAD COUNT
Investigation of Cloud Computing Based Big Data on Machine Learning Algorithms.
Authors:
Muhammed Yıldırım
,
Ahmet Çınar
,
Emine Cengil
Published: 2021 ,
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.897573
CITED
2
FAVORITE
0
TOTAL DOWNLOAD COUNT
633
2
CITED
0
FAVORITE
633
TOTAL DOWNLOAD COUNT
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